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qualityEnables integration between MCP clients and the Handwriting OCR service, allowing users to upload images and PDF documents, check processing status, and retrieve OCR results as Markdown.
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"Optical Character Recognition (OCR) Technology" matching MCP servers:
- -securityAlicense-qualityProvides advanced OCR capabilities with multiple state-of-the-art backends (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5), supporting document processing, scanner integration, and multi-format output with layout preservation.Last updated9MIT
- AsecurityAlicenseAqualityProvides 14+ character-level text analysis tools that give LLMs the ability to accurately count letters, analyze individual characters, and work with text at the character level—overcoming tokenization limitations.Last updated1423MIT
- AsecurityAlicenseAqualityProvides image recognition capabilities using Anthropic Claude Vision and OpenAI GPT-4 Vision APIs, supporting multiple image formats and offering optional text extraction via Tesseract OCR.Last updated336MIT
- -securityAlicense-qualityExtracts text from images using Tesseract OCR with support for local files, URLs, and raw image bytes. It provides production-grade OCR capabilities and multi-language support through the Model Context Protocol.Last updated35MIT
- -securityAlicense-qualityOCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)Last updated36MIT
- -securityFlicense-qualityProvides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.Last updated
- -securityFlicense-qualityProvides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.Last updated4
- AsecurityFlicenseBqualityA lightweight server that provides detailed text analysis, counting total characters, characters without spaces, letters, numbers, and symbols for AI assistants like Claude Desktop and GitHub Copilot.Last updated14
- -securityFlicense-qualityEnables image analysis and recognition through multiple LLM vision models (Gemini, GPT-4o, Qwen-VL, Doubao) by accepting image URLs or Base64 data and returning text descriptions or answers to questions about the images.Last updated1
- AsecurityFlicenseAqualityEnables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.Last updated15
- -securityFlicense-qualityAn MCP server that enables Claude to perform OCR on local files using Mistral AI's document processing capabilities. It converts documents and images into markdown format for seamless analysis and interaction.Last updated
- AsecurityFlicenseAqualityEnables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.Last updated2
- -securityFlicense-qualityEnables AI assistants to analyze and describe images from URLs using OpenAI's vision models through the Model Context Protocol.Last updated75
- -securityFlicense-qualityProvides offline, high-accuracy OCR capabilities for images and PDFs using macOS's built-in Vision framework. Supports multi-language text extraction with intelligent block aggregation for tables and paragraphs, outputting structured JSON data suitable for document reconstruction.Last updated1
- -securityFlicense-qualityEnables AI assistants to solve CAPTCHAs using OCR text recognition, object detection, and slider position matching through the ddddocr library.Last updated3
- AsecurityFlicenseAqualityA Tesseract.js-based server that enables image-to-text recognition within MCP-compatible environments like Cursor. It supports multiple languages and common image formats, allowing users to extract text from local files using natural language commands.Last updated2
- AsecurityAlicenseBqualityProvides tools for image, audio, and video recognition using Google's Gemini AI through the Model Context Protocol.Last updated310MIT
- -securityAlicense-qualityProvides voice recognition and text extraction capabilities with support for both stdio and MCP modes, processing audio files or base64 encoded data and returning structured results with language, emotion, and speaker information.Last updatedMIT
- AsecurityAlicenseAqualityEnables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.Last updated1MIT
- -securityAlicense-qualityEnables AI assistants to access PSG College of Technology e-campus portal data including CA marks, attendance records, timetable schedules, and course information through natural language queries.Last updated4MIT
- AsecurityFlicenseBqualityAn optimized Model Context Protocol server for document OCR processing using Mistral AI with support for high-performance batch operations and async connection pooling. It enables efficient extraction of text and tables from local files or URLs into structured markdown and HTML formats while minimizing token costs.Last updated9
- -securityAlicense-qualityProvides intelligent OCR and PDF processing capabilities that automatically detect whether PDFs contain digital text or scanned images and apply appropriate extraction methods. Supports text extraction, OCR processing, structure analysis, and batch operations.Last updatedMIT
- -securityFlicense-qualityProvides a tool to count occurrences of specific characters in text, serving as a simple example of building MCP servers with FastMCP and Python.Last updated
- -securityAlicense-qualityAccurately counts Japanese text characters using grapheme clusters, properly handling surrogate pairs and combining characters through the Intl.Segmenter API.Last updatedMIT
- -securityFlicense-qualityEnables high-performance audio transcription using Faster Whisper with CUDA acceleration, supporting single and batch audio file processing with multiple output formats (VTT, SRT, JSON).Last updated
- -securityFlicense-qualityEnables AI assistants to analyze images from URLs or local files using xAI's Grok API. Provides detailed image descriptions, technical metadata extraction, and optical character recognition (OCR) capabilities.Last updated7
- AsecurityFlicenseBqualityProvides access to OpenRouter.ai's diverse model ecosystem for text chat and image analysis capabilities, with support for multimodal conversations and automatic image optimization.Last updated712
- AsecurityFlicenseBqualityProvides screen capture and optical character recognition (OCR) capabilities for entire displays or specific application windows. It enables users to list running applications, take screenshots, and extract text from images using multi-language support.Last updated51
- -securityFlicense-qualityEnables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.Last updated
- AsecurityAlicenseBqualityMCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entries, and moreLast updated8622432Apache 2.0
- AsecurityAlicenseBqualityEnables interaction with the QuickBooks Online Accounting API to manage customers, invoices, expenses, and payments through MCP-compatible clients. It supports comprehensive financial workflows and the generation of reports like Profit and Loss or Balance Sheets.Last updated11Apache 2.0
- AsecurityAlicenseBqualityEnables interaction with the Xero Accounting API to manage contacts, invoices, payments, accounts, and financial reports. It provides a suite of tools for natural language access to accounting records and business performance data.Last updated1Apache 2.0
- -securityAlicense-qualityAn MCP server for the RocketCyber Managed SOC platform that provides read-only access to security data including incidents, agents, and events. It enables users to monitor and query security information through 10 specialized tools and resources.Last updatedApache 2.0
- -securityAlicense-qualityAn MCP server for the Hudu IT documentation platform that provides 39 tools and 6 resources for managing companies, assets, articles, and passwords. It enables users to interact with their documentation and assets through any MCP-compatible client using stdio or HTTP transport.Last updated3Apache 2.0
- -securityFlicense-qualityAn MCP server that implements iterative refinement of responses through self-critique cycles, breaking the process into discrete steps to avoid timeouts and show progress.Last updated11
- -securityAlicense-qualityControls coding agents by enforcing structured implementation plans with PRs and commits as work units, requiring user review at each commit checkpoint to prevent agents from going off track. Includes a visualization dashboard for tracking progress in real-time.Last updated421MIT
- -securityFlicense-qualityThe fileAI MCP Server offers a robust set of tools to work with the fileAI file processing pipeline. It allows for uploading files, performing Optical Character Recognition (OCR), classifying documents, and extracting structured data. The server leverages the Model Context Protocol (MCP) to provideLast updated2
- -securityFlicense-qualityAn MCP server for GitHub Copilot that enables reading and processing Excel workbooks (.xlsx) via Docker Compose. Users can extract data from entire workbooks or specific sheets by name or index, returning the information in JSON format.Last updated
- -securityAlicense-qualityA comprehensive MCP server for managing PocketBase database schemas and migrations via REST API. It enables users to generate and execute migrations for creating, modifying, and deleting collections and fields directly through MCP-compatible clients.Last updated32MIT
- -securityFlicense-qualityEnables document parsing through the Mineru API with support for multiple formats (PDF, DOC, DOCX, PPT, images), OCR, formula recognition, and table extraction in multiple languages.Last updated1
- -securityFlicense-qualityEnables document and image parsing to extract text, tables, and formulas from PDFs, screenshots, and scanned documents. Features OCR capabilities, table recognition, LaTeX formula conversion, and MLX acceleration optimized for Apple Silicon.Last updated10
- -securityAlicense-qualityEnables AI assistants to automate Android devices and Windows desktop applications through MaaFramework, supporting multi-device control, OCR text recognition, screen capture, clicking, swiping, text input, and Pipeline generation for reusable automation workflows.Last updated343AGPL 3.0
- AsecurityFlicenseDqualityIntelligent PDF processing server that automatically detects PDF types (text or scanned), extracts text, performs OCR recognition in 10 languages, searches content with regex support, and retrieves metadata through the Model Context Protocol.Last updated72
- -securityFlicense-qualityA local voice interface providing high-performance speech recognition and natural text-to-speech with voice cloning capabilities. It enables AI assistants to speak, listen, and engage in character-based voice conversations through integrated MCP tools.Last updated
- AsecurityFlicenseBqualityEnables semantic search and contextual conversations with your Calibre ebook library using vector-based RAG technology. Supports project-based organization, multi-format book processing, and OCR capabilities for enhanced content extraction and retrieval.Last updated72
- -securityFlicense-qualityA Python MCP server for invoice and receipt processing that uses OCR technology to extract data from PDFs and images, offering AI assistants the ability to process, extract text from, and merge invoice documents.Last updated2
- AsecurityAlicenseAqualityProvides advanced image analysis capabilities including object recognition, OCR text extraction, and multi-turn visual dialogues using OpenAI-compatible APIs. It supports both local files and Base64 inputs with additional features for session persistence and web-based configuration management.Last updated3MIT
PaddleOCR MCP Serverofficial
-securityAlicense-qualityMultiple text-type recognition, handwriting recognition, and high-precision parsing of complex documents.Last updated75,934Apache 2.0